Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-27 0.204830 0.226955 0.251519 0.281017 0.315748 0.355684 0.405584
2025-08-03 0.170665 0.200449 0.236518 0.284272 0.347192 0.429342 0.548469
2025-08-10 0.147320 0.179897 0.221767 0.281228 0.366566 0.490075 0.694243
2025-08-17 0.127302 0.159506 0.202585 0.266824 0.364916 0.518492 0.801011
2025-08-24 0.113936 0.145770 0.189777 0.258158 0.368362 0.553653 0.931447
2025-08-31 0.105033 0.136921 0.182334 0.255647 0.380048 0.604554 1.114674
2025-09-07 0.098510 0.130623 0.177623 0.256265 0.396503 0.668187 1.361048
2025-09-14 0.090591 0.121501 0.167585 0.246614 0.392558 0.690262 1.520032
2025-09-21 0.084157 0.114034 0.159330 0.238780 0.390363 0.715254 1.705585
2025-09-28 0.079614 0.109055 0.154488 0.236141 0.397608 0.763575 2.004734
2025-10-05 0.078987 0.109998 0.159180 0.250996 0.443296 0.921783 2.890751
2025-10-12 0.077475 0.109394 0.161197 0.261125 0.481350 1.079051 4.084469
2025-10-19 0.075586 0.108182 0.162302 0.270198 0.520854 1.268474 6.075830
2025-10-26 0.073203 0.106009 0.161575 0.275651 0.553755 1.462027 9.128931
2025-11-02 0.069914 0.102091 0.157372 0.273293 0.566142 1.591914 12.612749
2025-11-09 0.065382 0.095801 0.148370 0.259584 0.544808 1.574753 13.995408
2025-11-16 0.061937 0.091184 0.142141 0.251277 0.537170 1.615569 17.171505
2025-11-23 0.059529 0.088213 0.138751 0.248868 0.546096 1.740705 24.891481
2025-11-30 0.057679 0.086097 0.136805 0.249464 0.564259 1.929541 42.502136
2025-12-07 0.054796 0.082026 0.130855 0.240177 0.549894 1.935838 52.611643
2025-12-14 0.052306 0.078542 0.125841 0.232633 0.539829 1.963656 69.651493
2025-12-21 0.050547 0.076272 0.123050 0.230091 0.545668 2.095874 127.096300
2025-12-28 0.050706 0.077427 0.127039 0.244395 0.612598 2.726174 3796.209443